11.6 – Chapter 11 – References
References and suggested readings
Browner WS, Newman TB (1987) Are all significant P values created equal? The analogy between diagnostic tests and clinical research. JAMA 257:2459-2463.
Cohen J (1992) Statistical power analysis. Current directions in Psychological Science 1:98-101.
Colegrave, N., and Ruxton, Graeme D. (2003) Confidence intervals are a more useful complement to nonsignificant tests than are power calculations. Behavioral Ecology 14(3):446-447.
Durlak, J. A. (2009). How to Select, Calculate, and Interpret Effect Sizes. Journal of Pediatric Psychology, 34(9), 917–928.
Eng J (2003) Sample Size Estimation: How Many Individuals Should Be Studied? Radiology 227:309-313
Everitt BS, Hothorn T. (2007) A handbook of statistical analyses using R, 2nd edition. Chapman & Hall/CRC Press.
Ferguson, C. J. (2009). An effect size primer: A guide for clinicians and researchers. Professional Psychology: Research and Practice, 40(5), 532–538.
Freeman, E., Robson, E., Bates, B., & Sierra, K. (2008). Head first design patterns. ” O’Reilly Media, Inc.”.
Hansen WB, Collins LM (1994) Seven ways to increase power without increasing N, pp 184-195 in: Advances in Data Analysis for Prevention Intervention Research, Collins LM, Seitz LA (eds). NIDA Research Monograph 142.
Hedges, L. V. (1981). Distribution Theory for Glass’s Estimator of Effect size and Related Estimators. Journal of Educational Statistics, 6(2), 107–128.
Hoenig JM, Heisey DM (2001) The Abuse of Power: The Pervasive Fallacy of Power Calculations for Data Analysis. American Statistician 55:19-24.
Kanda Y (2013) Investigation of the freely available easy-to-use software ‘EZR’ for medical statistics. Bone marrow transplantation 48:452-458
Lakens, D. (2013). Calculating and reporting effect sizes to facilitate cumulative science: a practical primer for t-tests and ANOVAs. Frontiers in psychology, 4, 863.
Yuan K-H, Maxwell S (2005) On the Post Hoc Power in Testing Mean Differences. Journal of Educational and Behavioral Statistics 30(2):141-167
Zhang, Y., Hedo, R., Rivera, A., Rull, R., Richardson, S., & Tu, X. M. (2019). Post hoc power analysis: is it an informative and meaningful analysis?. General psychiatry, 32(4).
Chapter 11 contents
- Introduction
- What is Statistical Power?
- Prospective and retrospective power
- Factors influencing statistical power
- Two sample effect size
- Power analysis in R
- References and suggested readings